网络图的算法和模型专题导论

Q3 Mathematics
A. Bonato, Ravi Kumar, D. Sivakumar
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引用次数: 3

摘要

本期《互联网数学》收录了2010年12月在斯坦福大学举行的第七届网络图算法和模型研讨会(WAW 2010)上发表的论文。与研讨会的会议论文集不同,本期的论文没有页数限制,并包含证明和算法的完整版本。所有的文章都按照互联网数学通常的高标准进行了彻底的审查。这些论文讨论了许多与复杂网络相关的主题,如网络创建游戏、PageRank的应用、有效的三角形计数算法和在线社交网络模型。过去的十年见证了复杂网络研究的爆炸式增长,从网络图到在线社交网络,再到蛋白质-蛋白质相互作用网络。这样的研究具有重要的现实意义,也推动了纯数学的前沿。2010年研讨会的目标之一是介绍当前复杂网络的理论和应用研究。在这期特刊上发表的论文应该会激发复杂网络研究的新的和令人兴奋的方向。我们要感谢作者和审稿人使特刊成为现实。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Introduction to the Special Issue on Algorithms and Models for the Web Graph
This issue of Internet Mathematics includes a selection of papers that were presented at the Seventh Workshop on Algorithms and Models for the Web-Graph, WAW 2010, held at Stanford University in December 2010. The papers in this issue, unlike the conference proceedings of the workshop, do not have page limits and contain full versions of proofs and algorithms. All the articles have been thoroughly reviewed in accordance with the usual high standards of Internet Mathematics. The papers address a number of topics related to complex networks such as network-creation games, applications of PageRank, efficient triangle-counting algorithms, and models for online social networks. The last decade has seen an explosive growth in research on complex networks, ranging from the web graph, to online social networks, to protein–protein interaction networks. Such research has been of great practical importance and has also pushed the frontiers of pure mathematics. One of the goals of the 2010 workshop was to present current research on the theory and applications of complex networks. The papers presented in this special issue should stimulate new and exciting directions in research on complex networks. We would like to thank the authors and reviewers for making the special issue a reality.
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来源期刊
Internet Mathematics
Internet Mathematics Mathematics-Applied Mathematics
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